REPOGEO REPORT · LITE

JadyXuan/NTTS

Default branch main · commit e54b3e19 · scanned 6/10/2026, 8:38:02 PM

GitHub: 643 stars · 23 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE

35 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 1 warn · 0 fail

Objective metadata checks

AI knows your name

3 / 3

Direct prompts that named your repo

HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface JadyXuan/NTTS, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION

highreadme#1

Reposition README H1 and opening paragraph to clarify purpose

Why:

CURRENT

# There is No Time to Sleep

### 没时间睡觉了

还在为ctrl+C时Traceback停在time.sleep()上而感到尴尬吗？

COPY-PASTE FIX

# NTTS: No Time To Sleep - Customize Python KeyboardInterrupt Tracebacks

Are you tired of KeyboardInterrupt tracebacks stopping at `time.sleep()`? NTTS is a Python package that allows you to modify the last line of KeyboardInterrupt tracebacks, making your code appear to be running a neural network model or solving 'deterministic delay' issues.

### 没时间睡觉了

hightopics#2
Add specific topics to improve categorization
Why:
CURRENT
```
(none)
```
COPY-PASTE FIX
```
python, traceback, keyboardinterrupt, debugging, utility, developer-tools, productivity
```

mediumabout#3

Update repository description for clarity

Why:

CURRENT

NO TIME TO SLEEP

COPY-PASTE FIX

Customize Python KeyboardInterrupt tracebacks to remove time.sleep() or replace lines for cleaner output.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall

0 / 2

0% of queries surface JadyXuan/NTTS

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

sys.excepthook

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

sys.excepthook · recommended 2×
signal.pause() · recommended 1×
select.select() · recommended 1×
asyncio.sleep() · recommended 1×
asyncio · recommended 1×

CATEGORY QUERY
How to remove time.sleep() from Python KeyboardInterrupt tracebacks for cleaner output?
you: not recommended
AI recommended (in order):
1. signal.pause()
2. select.select()
3. asyncio.sleep()
4. asyncio
5. sys.excepthook
AI recommended 5 alternatives but never named JadyXuan/NTTS. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Utility to modify or customize Python KeyboardInterrupt traceback messages for specific lines?
you: not recommended
AI recommended (in order):
1. logging
2. sys.excepthook
3. traceback
4. IPython
5. Jupyter
AI recommended 5 alternatives but never named JadyXuan/NTTS. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
warn
Suggestion:
README presence
pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

Compared to common alternatives in this category, what is the core differentiator of JadyXuan/NTTS?
pass
AI named JadyXuan/NTTS explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts JadyXuan/NTTS in production, what risks or prerequisites should they evaluate first?
pass
AI named JadyXuan/NTTS explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
In one sentence, what problem does the repo JadyXuan/NTTS solve, and who is the primary audience?
pass
AI named JadyXuan/NTTS explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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MARKDOWN (README)

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JadyXuan/NTTS — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite